本项目是对于在苏黎世联邦理工已修课程的学习笔记，欢迎批评指正！在ETH, 1 ECTS学分大约等于25-30小时的工作量。
This repository includes the course category and personal notes at ETH Zurich. One ECTS credit point equals on average between 25 and 30 hours (workload).
科学机器学习，动力系统，数值分析，人工智能在科学领域的应用
Scientific machine learning (SML), Dynamical system, Numerical analysis, AI for science
| Period | Course | Note | Implementation | Status |
|---|---|---|---|---|
| 22.09-23.02 | Numerical Methods for CSE (9 ECTS) by Prof. Ralf Hiptmair @ ETH | Code | Finished | |
| 23.02-23.08 | Numerical Methods for Partial Differential Equations (10 ECTS) by Prof. Ralf Hiptmair @ ETH | Code | Finished | |
| 23.02-23.08 | Deep Learning in Scientific Computing (6 ECTS) by Dr. Ben Moseley and Prof. Siddhartha Mishra @ ETH | Project A Project B | Finished | |
| 22.09-23.01 | High Performance Computing for Science and Engineering I (4 ECTS) by Dr. Sergio Martin and Prof. Jens H. Walther @ ETH | Code | Finished | |
| 23.09-24.02 | Physically-Based Simulation in Computer Graphics (5 ECTS) by Dr. Bernhard Thomaszewski and Prof. Stelian Coros @ ETH | N/A | Ongoing |
| Period | Course | Note | Implementation | Status |
|---|---|---|---|---|
| 23.02-23.08 | Introduction to Machine Learning (8 ECTS) by Prof. Fanny Yang and Prof. Andreas Krause @ ETH | N/A | Finished | |
| 23.02-23.08 | Deep Learning in Scientific Computing (6 ECTS) by Dr. Ben Moseley and Prof. Siddhartha Mishra @ ETH | Project A Project B | Finished | |
| 23.09-24.02 | Probabilistic Artificial Intelligence (8 ECTS) by Prof. Andreas Krause @ ETH | N/A | Ongoing |
| Period | Course | Note | Implementation | Status |
|---|---|---|---|---|
| 22.09-23.01 | Nonlinear Dynamics and Chaos I (4 ECTS) by Prof. George Haller @ ETH | Web | N/A | Finished |
| 23.02-23.08 | Recursive Estimation (4 ECTS) by Prof. Raffaello D'Andrea @ ETH | N/A | Finished | |
| 23.02-23.08 | Seminar in Robotics (4 ECTS) with Prof. Robert Katzschmann @ETH | Report | Repo. | Finished |
| 23.09-24.02 | Robot Dynamics (4 ECTS) with Prof. Marco Hutter @ETH | N/A | Ongoing | |
| 23.09-24.02 | Dynamic Programming and Optimal Control (4 ECTS) by Prof. Raffaello D'Andrea @ ETH | N/A | Ongoing |